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Scalar Field Comparison with Topological Descriptors: Properties and Applications for Scientific Visualization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-45782-8_11openalex-snapshot
Computational Topology for Point Data: Betti Numbers of α-Shapes
inferredcites →https://doi.org/10.1007/978-1-4471-6497-5_1openalex-snapshot
Overview and State-of-the-Art of Uncertainty Visualization
inferredcites →https://doi.org/10.1007/978-3-030-11566-1_5openalex-snapshot
The ℓ ∞-Cophenetic Metric for Phylogenetic Trees As an Interleaving Distance
inferredcites →https://doi.org/10.1007/978-3-030-43036-8_6openalex-snapshot
Topological Machine Learning with Persistence Indicator Functions
inferredcites →https://doi.org/10.1007/978-3-319-04099-8_6openalex-snapshot
Distributed Contour Trees
inferredcites →https://doi.org/10.1007/978-3-319-04099-8_9openalex-snapshot
Notes on the Simplification of the Morse-Smale Complex
inferredcites →https://doi.org/10.1007/978-3-319-42545-0openalex-snapshot
The Structure and Stability of Persistence Modules
inferredcites →https://doi.org/10.1007/978-3-319-44684-4_7openalex-snapshot
Fast Similarity Search in Scalar Fields using Merging Histograms
inferredcites →https://doi.org/10.1007/978-3-319-71507-0openalex-snapshot
Topological Data Analysis for Scientific Visualization
inferredcites →https://doi.org/10.1007/978-3-540-39966-7_18openalex-snapshot
3D Shape Matching through Topological Structures
inferredcites →https://doi.org/10.1007/978-3-662-44900-4_8openalex-snapshot
A Comparison of Pareto Sets and Jacobi Sets
inferredcites →https://doi.org/10.1007/bf01975866openalex-snapshot
A Constrained Edit Distance Between Unordered Labeled Trees
inferredcites →https://doi.org/10.1007/s00371-012-0674-3openalex-snapshot
Feature correspondences using Morse Smale complex
inferredcites →https://doi.org/10.1007/s00371-013-0828-yopenalex-snapshot
Scalar field visualization via extraction of symmetric structures
inferredcites →https://doi.org/10.1007/s00371-014-0926-5openalex-snapshot
3D shape retrieval and classification using multiple kernel learning on extended Reeb graphs
inferredcites →https://doi.org/10.1007/s00454-002-2885-2openalex-snapshot
Topological Persistence and Simplification
inferredcites →https://doi.org/10.1007/s00454-006-1276-5openalex-snapshot
Stability of Persistence Diagrams
inferredcites →https://doi.org/10.1007/s00454-009-9176-0openalex-snapshot
The Theory of Multidimensional Persistence
inferredcites →https://doi.org/10.1007/s00454-014-9604-7openalex-snapshot
Fréchet Means for Distributions of Persistence Diagrams
inferredcites →https://doi.org/10.1007/s00454-015-9674-1openalex-snapshot
Gromov–Hausdorff Approximation of Filamentary Structures Using Reeb-Type Graphs
inferredcites →https://doi.org/10.1007/s00454-016-9763-9openalex-snapshot
Categorified Reeb Graphs
inferredcites →https://doi.org/10.1007/s00454-017-9889-4openalex-snapshot
Computational Aspects of the Gromov–Hausdorff Distance and its Application in Non-rigid Shape Matching
inferredcites →https://doi.org/10.1007/s10208-010-9060-6openalex-snapshot
Lipschitz Functions Have L p -Stable Persistence
inferredcites →https://doi.org/10.1007/s10208-010-9066-0openalex-snapshot
Zigzag Persistence
inferredcites →https://doi.org/10.1007/s10208-017-9370-zopenalex-snapshot
Structure and Stability of the One-Dimensional Mapper
inferredcites →https://doi.org/10.1007/s41468-019-00024-zopenalex-snapshot
The fiber of the persistence map for functions on the interval
inferredcites →https://doi.org/10.1007/s41468-020-00055-xopenalex-snapshot
Moduli spaces of morse functions for persistence
inferredcites →https://doi.org/10.1007/s41468-020-00063-xopenalex-snapshot
Probabilistic convergence and stability of random mapper graphs
inferredcites →https://doi.org/10.1016/0020-0190(92)90136-jopenalex-snapshot
On the editing distance between unordered labeled trees
inferredcites →https://doi.org/10.1016/b978-012387582-2/50038-1openalex-snapshot
ParaView: An End-User Tool for Large-Data Visualization
inferredcites →https://doi.org/10.1016/j.cag.2014.01.007openalex-snapshot
Visualizing the stability of critical points in uncertain scalar fields
inferredcites →https://doi.org/10.1016/j.comgeo.2014.10.009openalex-snapshot
Local, smooth, and consistent Jacobi set simplification
inferredcites →https://doi.org/10.1016/j.cviu.2006.10.004openalex-snapshot
Topological analysis of shapes using Morse theory
inferredcites →https://doi.org/10.1016/j.jsc.2016.03.009openalex-snapshot
A persistence landscapes toolbox for topological statistics
inferredcites →https://doi.org/10.1016/j.patcog.2013.03.019openalex-snapshot
3D shape retrieval using Kernels on Extended Reeb Graphs
inferredcites →https://doi.org/10.1016/j.tcs.2004.12.030openalex-snapshot
A survey on tree edit distance and related problems
inferredcites →https://doi.org/10.1016/s0925-7721(02)00093-7openalex-snapshot
Computing contour trees in all dimensions
inferredcites →https://doi.org/10.1017/cbo9780511546945openalex-snapshot
Topology for Computing
inferredcites →https://doi.org/10.1017/cbo9781139106962.003openalex-snapshot
Jacobi Sets
inferredcites →https://doi.org/10.1038/s41467-018-03664-4openalex-snapshot
Towards a new approach to reveal dynamical organization of the brain using topological data analysis
inferredcites →https://doi.org/10.1038/s41598-019-53708-yopenalex-snapshot
Comparing methods for comparing networks
inferredcites →https://doi.org/10.1090/conm/453/08802openalex-snapshot
Persistent homology—a survey
inferredcites →https://doi.org/10.1090/s0273-0979-07-01191-3openalex-snapshot
Barcodes: The persistent topology of data
inferredcites →https://doi.org/10.1093/imaiai/iau011openalex-snapshot
Persistent homology transform for modeling shapes and surfaces
inferredcites →https://doi.org/10.1103/physreve.70.035203openalex-snapshot
Topological characterization of spatial-temporal chaos
inferredcites →https://doi.org/10.1109/34.682181openalex-snapshot
Learning string-edit distance
inferredcites →https://doi.org/10.1109/76.927422openalex-snapshot
The MPEG-7 visual standard for content description-an overview
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00429openalex-snapshot
Gromov-Wasserstein Averaging in a Riemannian Framework
inferredcites →https://doi.org/10.1109/ldav48142.2019.8944363openalex-snapshot
Feature Tracking Utilizing a Maximum-Weight Independent Set Problem
inferredcites →https://doi.org/10.1109/ldav48142.2019.8944365openalex-snapshot
Ranking Viscous Finger Simulations to an Acquired Ground Truth with Topology-Aware Matchings
inferredcites →https://doi.org/10.1109/pacificvis.2018.00024openalex-snapshot
Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology
inferredcites →https://doi.org/10.1109/pacificvis52677.2021.00021openalex-snapshot
Mapper Interactive: A Scalable, Extendable, and Interactive Toolbox for the Visual Exploration of High-Dimensional Data
inferredcites →https://doi.org/10.1109/scivis.2015.7429486openalex-snapshot
Using maximum topology matching to explore differences in species distribution models
inferredcites →https://doi.org/10.1109/tvcg.2006.16openalex-snapshot
Time-varying contour topology
inferredcites →https://doi.org/10.1109/tvcg.2008.143openalex-snapshot
Interactive Comparison of Scalar Fields Based on Largest Contours with Applications to Flow Visualization
inferredcites →https://doi.org/10.1109/tvcg.2009.69openalex-snapshot
Analyzing and Tracking Burning Structures in Lean Premixed Hydrogen Flames
inferredcites →https://doi.org/10.1109/tvcg.2010.213openalex-snapshot
Visual Exploration of High Dimensional Scalar Functions
inferredcites →https://doi.org/10.1109/tvcg.2010.93openalex-snapshot
Stable Feature Flow Fields
inferredcites →https://doi.org/10.1109/tvcg.2011.159openalex-snapshot
A Scale Space Based Persistence Measure for Critical Points in 2D Scalar Fields
inferredcites →https://doi.org/10.1109/tvcg.2011.236openalex-snapshot
Symmetry in Scalar Field Topology
inferredcites →https://doi.org/10.1109/tvcg.2011.244openalex-snapshot
Topological Spines: A Structure-preserving Visual Representation of Scalar Fields
inferredcites →https://doi.org/10.1109/tvcg.2011.249openalex-snapshot
Two-Dimensional Time-Dependent Vortex Regions Based on the Acceleration Magnitude
inferredcites →https://doi.org/10.1109/tvcg.2011.269openalex-snapshot
Efficient Computation of Combinatorial Feature Flow Fields
inferredcites →https://doi.org/10.1109/tvcg.2013.131openalex-snapshot
An Exploration Framework to Identify and Track Movement of Cloud Systems
inferredcites →https://doi.org/10.1109/tvcg.2013.148openalex-snapshot
Detecting Symmetry in Scalar Fields Using Augmented Extremum Graphs
inferredcites →https://doi.org/10.1109/tvcg.2013.269openalex-snapshot
Joint Contour Nets
inferredcites →https://doi.org/10.1109/tvcg.2014.2346332openalex-snapshot
Multiscale Symmetry Detection in Scalar Fields by Clustering Contours
inferredcites →https://doi.org/10.1109/tvcg.2015.2467757openalex-snapshot
Visual Analysis and Dissemination of Scientific Literature Collections with SurVis
inferredcites →https://doi.org/10.1109/tvcg.2017.2743938openalex-snapshot
The Topology ToolKit
inferredcites →https://doi.org/10.1109/tvcg.2017.2744321openalex-snapshot
Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks
inferredcites →https://doi.org/10.1109/tvcg.2018.2810068openalex-snapshot
An Exploratory Framework for Cyclone Identification and Tracking
inferredcites →https://doi.org/10.1109/tvcg.2018.2864432openalex-snapshot
Persistence Atlas for Critical Point Variability in Ensembles
inferredcites →https://doi.org/10.1109/tvcg.2018.2864848openalex-snapshot
Shared-Memory Parallel Computation of Morse-Smale Complexes with Improved Accuracy
inferredcites →https://doi.org/10.1109/tvcg.2018.2873612openalex-snapshot
Edit Distance between Merge Trees
inferredcites →https://doi.org/10.1109/tvcg.2018.2883630openalex-snapshot
Feature Tracking by Two-Step Optimization
inferredcites →https://doi.org/10.1109/tvcg.2019.2934242openalex-snapshot
A Structural Average of Labeled Merge Trees for Uncertainty Visualization
inferredcites →https://doi.org/10.1109/tvcg.2019.2934256openalex-snapshot
Progressive Wasserstein Barycenters of Persistence Diagrams
inferredcites →https://doi.org/10.1109/tvcg.2020.3022359openalex-snapshot
Uncertainty Visualization of 2D Morse Complex Ensembles Using Statistical Summary Maps
inferredcites →https://doi.org/10.1109/urgenthpc49580.2019.00007openalex-snapshot
Statistical Parameter Selection for Clustering Persistence Diagrams
inferredcites →https://doi.org/10.1109/vis47514.2020.00014openalex-snapshot
GPU Parallel Computation of Morse-Smale Complexes
inferredcites →https://doi.org/10.1111/cgf.12121openalex-snapshot
Towards Multifield Scalar Topology Based on Pareto Optimality
inferredcites →https://doi.org/10.1111/cgf.12359openalex-snapshot
Mandatory Critical Points of 2D Uncertain Scalar Fields
inferredcites →https://doi.org/10.1111/cgf.12360openalex-snapshot
Extended Branch Decomposition Graphs: Structural Comparison of Scalar Data
inferredcites →https://doi.org/10.1111/cgf.12361openalex-snapshot
Stability of Dissipation Elements: A Case Study in Combustion
inferredcites →https://doi.org/10.1111/cgf.12884openalex-snapshot
Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology
inferredcites →https://doi.org/10.1111/cgf.12912openalex-snapshot
Critical Points of Gaussian‐Distributed Scalar Fields on Simplicial Grids
inferredcites →https://doi.org/10.1111/cgf.12933openalex-snapshot
A Survey of Topology‐based Methods in Visualization
inferredcites →https://doi.org/10.1111/cgf.13163openalex-snapshot
Global Feature Tracking and Similarity Estimation in Time‐Dependent Scalar Fields
inferredcites →https://doi.org/10.1111/cgf.13164openalex-snapshot
Nested Tracking Graphs
inferredcites →https://doi.org/10.1111/cgf.13985openalex-snapshot
Fuzzy Contour Trees: Alignment and Joint Layout of Multiple Contour Trees
inferredcites →https://doi.org/10.1111/j.1467-8659.2003.00723.xopenalex-snapshot
The State of the Art in Flow Visualisation: Feature Extraction and Tracking
inferredcites →https://doi.org/10.1111/j.1467-8659.2007.01099.xopenalex-snapshot
Object‐Space Visibility Ordering for Point‐Based and Volume Rendering
inferredcites →https://doi.org/10.1111/j.1467-8659.2011.01959.xopenalex-snapshot
A Gradient‐Based Comparison Measure for Visual analysis of Multifield Data
inferredcites →https://doi.org/10.1137/0105003openalex-snapshot
Algorithms for the Assignment and Transportation Problems
inferredcites →https://doi.org/10.1137/0202019openalex-snapshot
An $n^{5/2} $ Algorithm for Maximum Matchings in Bipartite Graphs
inferredcites →https://doi.org/10.1137/0218082openalex-snapshot
Simple Fast Algorithms for the Editing Distance between Trees and Related Problems
inferredcites →https://doi.org/10.1140/epjds/s13688-017-0100-1openalex-snapshot
The happiness paradox: your friends are happier than you
inferredcites →https://doi.org/10.1140/epjds/s13688-017-0109-5openalex-snapshot
A roadmap for the computation of persistent homology
inferredcites →https://doi.org/10.1145/1015706.1015736openalex-snapshot
Deformation transfer for triangle meshes
inferredcites →https://doi.org/10.1145/1057432.1057449openalex-snapshot
Persistence barcodes for shapes
inferredcites →https://doi.org/10.1145/128749.128752openalex-snapshot
Nonlinear pattern matching in trees
inferredcites →https://doi.org/10.1145/1377676.1377720openalex-snapshot
Reeb spaces of piecewise linear mappings
inferredcites →https://doi.org/10.1145/1542362.1542407openalex-snapshot
Proximity of persistence modules and their diagrams
inferredcites →https://doi.org/10.1145/2261250.2261282openalex-snapshot
Multinerves and helly numbers of acyclic families
inferredcites →https://doi.org/10.1145/2442516.2442526openalex-snapshot
Distributed merge trees
inferredcites →https://doi.org/10.1145/2517327.2442526openalex-snapshot
Distributed merge trees
inferredcites →https://doi.org/10.1145/3064175openalex-snapshot
Geometry Helps to Compare Persistence Diagrams
inferredcites →https://doi.org/10.1145/3185466openalex-snapshot
Computing the Gromov-Hausdorff Distance for Metric Trees
inferredcites →https://doi.org/10.1145/378583.378626openalex-snapshot
Hierarchical morse complexes for piecewise linear 2-manifolds
inferredcites →https://doi.org/10.1145/383259.383282openalex-snapshot
Topology matching for fully automatic similarity estimation of 3D shapes
inferredcites →https://doi.org/10.1145/77635.77639openalex-snapshot
Simulation of simplicity: a technique to cope with degenerate cases in geometric algorithms
inferredcites →https://doi.org/10.1145/777792.777846openalex-snapshot
Morse-smale complexes for piecewise linear 3-manifolds
inferredcites →https://doi.org/10.1145/997817.997872openalex-snapshot
Time-varying reeb graphs for continuous space-time data
inferredcites →https://doi.org/10.11588/heidok.00023477openalex-snapshot
'Shall I compare thee to a network?': Visualizing the Topological Structure of Shakespeare’s Plays
inferredcites →https://doi.org/10.1177/1094342012440466openalex-snapshot
Multi-core and many-core shared-memory parallel raycasting volume rendering optimization and tuning
inferredcites →https://doi.org/10.1186/1471-2105-14-3openalex-snapshot
Cophenetic metrics for phylogenetic trees, after Sokal and Rohlf
inferredcites →https://doi.org/10.1186/s40668-016-0017-2openalex-snapshot
In situ and in-transit analysis of cosmological simulations
inferredcites →https://doi.org/10.1371/journal.pone.0182184openalex-snapshot
Metrics for comparing neuronal tree shapes based on persistent homology
inferredcites →https://doi.org/10.1371/journal.pone.0228728openalex-snapshot
Metrics for graph comparison: A practitioner’s guide
inferredcites →https://doi.org/10.1515/9781400881802openalex-snapshot
Morse Theory. (AM-51)
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A CONTOUR TREE BASED VISUALIZATION FOR EXPLORING DATA WITH UNCERTAINTY
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Data Analysis with the Morse-Smale Complex: ThemsrPackage forR
inferredcites →https://doi.org/10.2307/j.ctv1nh3mj9.7openalex-snapshot
Hera
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An Edit Distance for Reeb Graphs
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Quantifying 3D Shape Similarity Using Maps: Recent Trends, Applications and Perspectives
inferredcites →https://doi.org/10.2312/spbg/spbg07/091-100openalex-snapshot
Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition
inferredcites →https://doi.org/10.31219/osf.io/jqtuaopenalex-snapshot
Tracking and Visualizing Multi-Center Cyclones
inferredcites →https://doi.org/10.3390/a13120335openalex-snapshot
From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives
inferredcites →https://doi.org/10.4028/www.scientific.net/amm.869.9openalex-snapshot
Viscous Fingering: A Topological Visual Analytic Approach
inferredcites →https://doi.org/10.4230/lipics.socg.2015.461openalex-snapshot
Strong Equivalence of the Interleaving and Functional Distortion Metrics for Reeb Graphs
inferredcites →https://doi.org/10.4230/lipics.socg.2017.25openalex-snapshot
Local Equivalence and Intrinsic Metrics between Reeb Graphs
inferredcites →https://doi.org/10.4230/lipics.socg.2026.5openalex-snapshot
A Geometric Perspective on Sparse Filtrations
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Homology and robustness of level and interlevel sets
inferredcites →https://doi.org/10.48550/arxiv.1207.6437openalex-snapshot
Statistical topological data analysis using persistence landscapes
inferredcites →https://doi.org/10.48550/arxiv.1507.06217openalex-snapshot
Persistence Images: A Stable Vector Representation of Persistent Homology
inferredcites →https://doi.org/10.48550/arxiv.1706.03358openalex-snapshot
Sliced Wasserstein Kernel for Persistence Diagrams
inferredcites →https://doi.org/10.48550/arxiv.1706.03472openalex-snapshot
Kernel method for persistence diagrams via kernel embedding and weight factor
inferredcites →https://doi.org/10.48550/arxiv.1802.03569openalex-snapshot
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams
inferredcites →https://doi.org/10.48550/arxiv.1904.09378openalex-snapshot
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures
inferredcites →https://doi.org/10.48550/arxiv.1904.12189openalex-snapshot
Learning metrics for persistence-based summaries and applications for graph classification
inferredcites →https://doi.org/10.5555/2789272.2789275openalex-snapshot
Statistical topological data analysis using persistence landscapes
inferredcites →https://doi.org/10.5555/338219.338628openalex-snapshot
A tree-edit-distance algorithm for comparing simple, closed shapes

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Local bilinear computation of Jacobi sets
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Jacobi set simplification for tracking topological features in time-varying scalar fields
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Measure-Theoretic Reeb Graphs and Reeb Spaces
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High-efficiency method for 3D visualization of marine environmental information
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Decorated merge trees for persistent topology
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Labeled interleaving distance for Reeb graphs
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Bounding the interleaving distance for mapper graphs with a loss function
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A survey of simplicial, relative, and chain complex homology theories for hypergraphs
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Intrinsic Interleaving Distance for Merge Trees
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Computational topology for hand-drawn animation technology: A survey
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Scientific visualization for advanced deep-sea exploration equipment and underwater automatic manipulation
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Topological Representations for Data Analysis: Use Cases on Instabilities and Turbulences
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Beyond distance: quantifying point cloud dynamics with persistent homology and dynamic optimal transport
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Adaptive Covers for Mapper Graphs Using Information Criteria
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Topological Guided Detection of Extreme Wind Phenomena: Implications for Wind Energy
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pMSz: A Distributed Parallel Algorithm for Correcting Extrema and Morse-Smale Segmentations in Lossy Compression
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Topological Analysis of Ensembles of Hydrodynamic Turbulent Flows An Experimental Study
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Distributed Path Compression for Piecewise Linear Morse-Smale Segmentations and Connected Components
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Extracting Complex Topology from Multivariate Functional Approximation: Contours, Jacobi Sets, and Ridge-Valley Graphs
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Topology-Based Visualization Techniques for Scientific Data Exploration
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ParkView: Visualizing Monotone Interleavings
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Autoencoder-Aided Visualization of Collections of Morse Complexes
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Jacobi Set Driven Search for Flexible Fiber Surface Extraction
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Towards Benchmark Data Generation for Feature Tracking in Scalar Fields
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Subject-Specific Brain Activity Analysis in fMRI Data Using Merge Trees
inferred← citeshttps://doi.org/10.1109/topoinvis60193.2023.00009openalex-snapshot
Multi-Field Visualisation via Trait-Induced Merge Trees
inferred← citeshttps://doi.org/10.1109/topoinvis60193.2023.00011openalex-snapshot
Comparing Mapper Graphs of Artificial Neuron Activations
inferred← citeshttps://doi.org/10.1109/topoinvis60193.2023.00012openalex-snapshot
Combinatorial Exploration of Morse–Smale Functions on the Sphere via Interactive Visualization
inferred← citeshttps://doi.org/10.1109/topoinvis60193.2023.00013openalex-snapshot
Sketching Merge Trees for Scientific Visualization
inferred← citeshttps://doi.org/10.1109/topoinvis60193.2023.00014openalex-snapshot
Probabilistic Gradient-Based Extrema Tracking
inferred← citeshttps://doi.org/10.1109/topoinvis60193.2023.00015openalex-snapshot
Taming Horizontal Instability in Merge Trees: On the Computation of a Comprehensive Deformation-Based Edit Distance
inferred← citeshttps://doi.org/10.1109/topoinvis64104.2024.00005openalex-snapshot
Efficient representation and analysis for a large tetrahedral mesh using Apache Spark
inferred← citeshttps://doi.org/10.1109/topoinvis64104.2024.00006openalex-snapshot
Critical Point Extraction from Multivariate Functional Approximation
inferred← citeshttps://doi.org/10.1109/topoinvis68599.2025.00005openalex-snapshot
A Comparative Study of Different Edit Distance-Based Methods for Feature Tracking using Merge Trees on Time-Varying Scalar Fields
inferred← citeshttps://doi.org/10.1109/topoinvis68599.2025.00006openalex-snapshot
GASP: Gradient-Aware Shortest Path Algorithm for Boundary-Confined 2-Manifold Reeb Graph Visualization
inferred← citeshttps://doi.org/10.1109/topoinvis68599.2025.00008openalex-snapshot
Structural Uncertainty Visualization of Morse Complexes for Time-Varying Data Prediction
inferred← citeshttps://doi.org/10.1109/topoinvis68599.2025.00010openalex-snapshot
Topology-Aware Volume Fusion for Spectral Computed Tomography via Histograms and Extremum Graph
inferred← citeshttps://doi.org/10.1109/topoinvis68599.2025.00012openalex-snapshot
Efficient Heuristic Algorithms for Interleaving Distance between Merge Trees
inferred← citeshttps://doi.org/10.1109/topoinvis68599.2025.00013openalex-snapshot
Tracking Low-Level Cloud Systems with Topology
inferred← citeshttps://doi.org/10.1109/tsmc.2023.3319694openalex-snapshot
A New Oversampling Method Based on Triangulation of Sample Space
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3110663openalex-snapshot
Persistence Cycles for Visual Exploration of Persistent Homology
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3114839openalex-snapshot
Wasserstein Distances, Geodesics and Barycenters of Merge Trees
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3114872openalex-snapshot
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3163349openalex-snapshot
Geometry-Aware Merge Tree Comparisons for Time-Varying Data With Interleaving Distances
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3209395openalex-snapshot
Computing a Stable Distance on Merge Trees
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3215001openalex-snapshot
Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3314763openalex-snapshot
A Topological Distance Between Multi-Fields Based on Multi-Dimensional Persistence Diagrams
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3326592openalex-snapshot
A Comparative Study of the Perceptual Sensitivity of Topological Visualizations to Feature Variations
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3326601openalex-snapshot
Merge Tree Geodesics and Barycenters with Path Mappings
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3326920openalex-snapshot
TopoSZ: Preserving Topology in Error-Bounded Lossy Compression
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3327182openalex-snapshot
A Task-Parallel Approach for Localized Topological Data Structures
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3334755openalex-snapshot
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456383openalex-snapshot
Fast Comparative Analysis of Merge Trees Using Locality Sensitive Hashing
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456393openalex-snapshot
Uncertainty Visualization of Critical Points of 2D Scalar Fields for Parametric and Nonparametric Probabilistic Models
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3543619openalex-snapshot
Continuous Scatterplot and Image Moments for Time-Varying Bivariate Field Analysis of Electronic Structure Evolution
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3561300openalex-snapshot
Flexible and Probabilistic Topology Tracking With Partial Optimal Transport
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3567054openalex-snapshot
A General Framework for Augmenting Lossy Compressors With Topological Guarantees
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3567120openalex-snapshot
Accelerating Computation of Stable Merge Tree Edit Distances Using Parameterized Heuristics
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3634637openalex-snapshot
GALE: Leveraging Heterogeneous Systems for Efficient Unstructured Mesh Data Analysis
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3660683openalex-snapshot
Explorative Analysis of Dynamic Force Networks in 2D Photoelastic Disks Ensembles
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3694452openalex-snapshot
A Topology-Preserving Coreset for Kernel Regression in Scientific Visualization
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3703433openalex-snapshot
Homology-Preserving Dimensionality Reduction via Adaptive Mapper and Landmark Isomap
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3713289openalex-snapshot
Distributed Topological Data Analysis of Tetrahedral Meshes With Apache Spark
inferred← citeshttps://doi.org/10.1109/vis54172.2023.00017openalex-snapshot
Comparing Morse Complexes Using Optimal Transport: An Experimental Study
inferred← citeshttps://doi.org/10.1109/vis60296.2025.00024openalex-snapshot
Analyzing Time-Varying Scalar Fields using Piecewise-Linear Morse-Cerf Theory
inferred← citeshttps://doi.org/10.1111/cgf.14547openalex-snapshot
Branch Decomposition‐Independent Edit Distances for Merge Trees
inferred← citeshttps://doi.org/10.1111/cgf.15162openalex-snapshot
Time‐varying Extremum Graphs
inferred← citeshttps://doi.org/10.1111/cgf.70206openalex-snapshot
Arrange and Traverse Algorithm for Computation of Reeb Spaces of Piecewise Linear Maps
inferred← citeshttps://doi.org/10.1111/cgf.70497openalex-snapshot
Scalable Computation of Topological Abstractions for Scalar Data
inferred← citeshttps://doi.org/10.1111/tgis.13161openalex-snapshot
Delineation of basins and hills by Morse theory and critical nets
inferred← citeshttps://doi.org/10.1145/3675417.3675497openalex-snapshot
Research on Used Car Price Prediction Based on Topological Data Analysis and Attention Convolutional Neural Networks
inferred← citeshttps://doi.org/10.2139/ssrn.6604235openalex-snapshot
Spatiotemporal Merge Tree Maps: A Topology and Geometry Aware Visualization for Temporal Scalar Data
inferred← citeshttps://doi.org/10.48550/arxiv.2105.12208openalex-snapshot
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering
inferred← citeshttps://doi.org/10.48550/arxiv.2110.05631openalex-snapshot
Reeb Graph Metrics from the Ground Up
inferred← citeshttps://doi.org/10.57717/cgt.v3i1.38openalex-snapshot
Realizable Piecewise Linear Paths of Persistence Diagrams with Reeb Graphs
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